Pattern-Based Feature Extraction for Improved Deep Learning in Financial Time Series Classification by Seyed Ali Hosseini, Francesco Grimaccia, Alessandro Niccolai, Silvia Trimarchi

“…This research addresses the critical gap in effectively identifying and leveraging these patterns to improve predictive accuracy. By collecting tick-by-tick data from the European Carbon Emission Allowance market and resampling it to a 15-minute timeframe, we developed a method to detect pivotal price patterns and extract relevant features. …”
Get full text

Intelligent recognition method for urban road grid patterns by fusing mesh and road features by Zhekun Huang, Haizhong Qian, Zhongxiang Cai, Andong Wang, Junwei Wang, Feng Xiong

“…The road grid pattern (RGP) is a common spatial structure in urban road networks, and is important for revealing urban development, population distribution, and functional area delineation. …”
Get full text

Digital language learning resources: analysis of software features and usage patterns in UK schools by Paula Janjić, Kenny R. Coventry

Get full text

Features and Regional Disparities of Consultancy Services in Romania by Tudor Ciumara, Iulia Lupu

Get full text

PAIN IN RHEUMATOID ARTHRITIS: SPECIFIC FEATURES OF ITS DEVELOPMENT AND METHODS OF CORRECTION by Yuri Aleksandrovich Olyunin

Get full text

How key features of early development shape deep convective systems by Sophie Abramian, Caroline Muller, Camille Risi, Thomas Fiolleau, Rémy Roca

Get full text

Enhanced Kidney Stone Detection and Classification Using SVM and LBP Features by Hawkar K. Hama, Hamsa D. Majeed, Goran Saman Nariman

Get full text

Microscopic features of lignin deposition patterns in young apple roots using brightfield and fluorescence imaging by Yanmin Zhu, Jordan Rainbow, Zhe Zhou

“…Taking advantage of lignin autofluorescence in plant tissues and its specific histochemical staining methods, microscopic features of lignin deposition in young apple roots between genotypes and in response to pathogen infection were assessed. …”
Get full text

Influence of Labelling Features on Purchase Decisions: Exploratory Study into the Generation Z Beverage Consumption Patterns by Erik Janšto, Juraj Chebeň, Peter Šedík, Radovan Savov

Get full text

Feature Extraction using Histogram of Oriented Gradients and Moments with Random Forest Classification for Batik Pattern Detection by Wafiq Azizah, Soffiana Agustin

“…Consequently, the development of technology-based solutions capable of documenting, analyzing, and recognizing batik patterns with efficiency and precision is imperative for safeguarding this cultural heritage. …”
Get full text

Features of the functioning of regional airports in the context of the development of the Russian air transportation market by I. N. Rykova, A. A. Alaev, R. S. Gubanov

Get full text

Cellular Automaton Simulation of Tumour Growth – Equivocal Relationships between Simulation Parameters and Morphologic Pattern Features by Josef Smolle

“…Objective: To develop an interpretation procedure which estimates simulation parameters (tumour cell motility, tumour cell adhesion, autocrine and paracrine growth control, stroma destruction) of simulated patterns solely based on morphometric features of the morphologic pattern.…”
Get full text

Rainfall Erosivity Main Features and Their Associated Synoptic Conditions in North-Eastern Romania by Robert Hrițac, Lucian Sfîcă, Mădălina Mega, Pavel Ichim, Iuliana-Gabriela Breabăn, Lilian Niacșu

Get full text

BIDpred: unraveling B cell Immunodominance hierarchical pattern using statistical feature discovery and deep learning prediction by Sungjin Choi, Dongsup Kim

“…Based on these findings, we developed BIDpred, a B cell ImmunoDominance predictor, that learns newly discovered features by leveraging protein language model embeddings and graph attention network to predict the immunodominance scores. …”
Get full text

Analysis on pulse features of coronary heart disease patients with or without a history of ischemic stroke by Li Xin, Li Wei, Ng Man-In, Parry Natalie Ann, Li Siqi, Li Rui, Guo Rui

Get full text

Design Features of Antenna Arrays of Automotive Radars Based on Transmitting and Receiving Multi-Element Modules by A. A. Kuzin, A. V. Miakinkov, S. A. Shabalin

“…The effect of coplanar transmission lines on the RP was shown. The features of applying shielding elements in the AA structure were investigated. …”
Get full text

Features of students’ perceptions of urban graffiti with significant educational potential by O. V. Kruzhkova, M. R. Babikova, S. D. Robin

Get full text

Unsupervised profiling of meditation-induced autonomic responses using electrodermal and heart rate variability features by Jana Bahrova, Martin Augustynek, Tereza Hrncirova, Eliska Szalbotova, Lukas Tomaszek, Martin Malcik, Jan Kubicek

“…This study aimed to explore whether unsupervised clustering can uncover distinct physiological patterns during guided meditation, aiding personalized assessment and biofeedback development. …”
Get full text

Compositional features of Manchukuo architecture by Антон А. Ким, Екатерина Пугачева

Get full text

Using spatial statistics and point‐pattern simulations to assess the spatial dependency between greater sage‐grouse and anthropogenic features by Jeffrey K. Gillan, Eva K. Strand, Jason W. Karl, Kerry P. Reese, Tamara Laninga

Get full text